Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-10 0.177453 0.195309 0.214947 0.238290 0.265465 0.296332 0.334377
2025-08-17 0.142223 0.164887 0.191820 0.226715 0.271537 0.328361 0.407889
2025-08-24 0.122312 0.146858 0.177623 0.220031 0.278706 0.359918 0.486648
2025-08-31 0.110110 0.135831 0.169446 0.218171 0.289940 0.397285 0.582799
2025-09-07 0.101639 0.128220 0.164196 0.218651 0.303460 0.439772 0.700221
2025-09-14 0.092360 0.118359 0.154437 0.210788 0.302274 0.457721 0.779978
2025-09-21 0.085060 0.110484 0.146529 0.204406 0.301941 0.476405 0.867792
2025-09-28 0.079931 0.105195 0.141777 0.202153 0.307844 0.507360 0.995445
2025-10-05 0.078805 0.105538 0.145359 0.213601 0.339589 0.596764 1.315875
2025-10-12 0.076930 0.104562 0.146730 0.221405 0.366011 0.683577 1.699470
2025-10-19 0.074731 0.102885 0.146771 0.226796 0.388673 0.769726 2.168816
2025-10-26 0.072446 0.100884 0.146063 0.230664 0.408886 0.857505 2.759337
2025-11-02 0.069100 0.097111 0.142296 0.228775 0.417240 0.919947 3.357057
2025-11-09 0.064519 0.091120 0.134387 0.218183 0.404255 0.917131 3.612155
2025-11-16 0.061055 0.086747 0.128962 0.211925 0.400509 0.942495 4.115610
2025-11-23 0.058612 0.083896 0.125967 0.210177 0.407369 1.005842 5.082038
2025-11-30 0.056711 0.081820 0.124168 0.210635 0.419862 1.095506 6.654681
2025-12-07 0.053803 0.077914 0.118835 0.203181 0.410513 1.100787 7.381745
2025-12-14 0.051303 0.074580 0.114347 0.197126 0.404010 1.115734 8.377603
2025-12-21 0.049522 0.072379 0.111793 0.194988 0.407906 1.176310 10.574215
2025-12-28 0.049571 0.073295 0.115030 0.205849 0.450933 1.439854 21.513305
2026-01-04 0.049134 0.073339 0.116625 0.213245 0.486100 1.704473 47.561808
2026-01-11 0.048431 0.072872 0.117200 0.218351 0.515747 1.975697 128.590142